The SQL connector and others who are using our bulk import API weren't generating per-user and per-account logs, which made that data invisible in the logs. Now, they're generating the same data as the others.

More details about the ingestion decisions made by the platform.

The Hull platform has validation rules to ensure proper data is ingested. For instance, we filter domains at the account level so that we don't create accounts based off of "freemail" domains (think gmail.com). Sometimes, data is simply invalid and we're forced to drop the payload entirely. If such an error occurs now, you'll be able to see it and understand why.

Uniform support for captured attributes

We're now showing all the attributes that were received. This lets you search for them and see exactly what data was received and which user it was resolved to, making the process of analyzing data flow a much simpler process.

Uniform support for attribute changes

Within the logs, we're now showing the full list of attribute change made to a user. Not only do you see which data we captured, but you'll also see which attributes were modified, and the changes it made to the resolved profile. This makes it easy to identify loops and other data flow issues.